{"id":"W2554140326","doi":"10.5539/jel.v5n4p306","title":"The Effects of Educational Tools in Reducing Code-Switching in Child Simultaneous Bilingual Education","year":2016,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Animation; Language acquisition; Code-switching; First language; Quality (philosophy); Computer science; Code (set theory); Neuroscience of multilingualism; Bilingual education; Process (computing); Linguistics; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004603342,0.0003236579,0.0002342915,0.0005587959,0.0002520478,0.0003161164,0.000396114,0.000315556,0.003474554],"category_scores_gemma":[0.001923951,0.00009144603,0.0002985456,0.0001838989,0.0002359695,0.0002162626,0.0006023191,0.0003378341,0.0002034208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066622,"about_ca_system_score_gemma":0.0005004396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704778,"about_ca_topic_score_gemma":0.003065091,"domain_scores_codex":[0.9995857,0.0002146597,0.00003307789,0.0000402968,0.00006196111,0.00006427623],"domain_scores_gemma":[0.9991033,0.000509588,0.00009238819,0.00003997954,0.00005293874,0.0002018338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01708494,0.04728,0.02630771,0.00392849,0.0001473468,0.002830248,0.01497425,0.001149129,0.07338063,0.001746323,0.001770642,0.8094003],"study_design_scores_gemma":[0.003475558,0.1888057,0.5732654,0.003012986,0.001133342,0.003842622,0.0258152,0.005229739,0.148646,0.001381187,0.04523088,0.0001614356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961354,0.0003452238,0.0005073646,0.00006340945,0.00001552132,0.00009524598,0.00003125881,0.00004527764,0.002761228],"genre_scores_gemma":[0.9901823,0.0007975656,0.006153096,0.00004151573,0.00001083816,0.0001729247,0.00007179634,0.00001328118,0.002556645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003474554,"threshold_uncertainty_score":0.01162356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00905209092469923,"score_gpt":0.2677090982766276,"score_spread":0.2586570073519284,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}